Bhārata Strata · Maharashtra · Nashik · morphological twins

Places like cell 4870003231

The MH-36 locality cells most similar to this Nashik cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 7 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870003363

distance 0.278

#2 · Punecell 4900005595

distance 0.543 · cross-district

#3 · Nashikcell 4870003098

distance 0.609

#4 · Punecell 4900005731

distance 0.617 · cross-district

#5 · Beedcell 4700005696

distance 0.634 · cross-district

#6 · Nashikcell 4870003100

distance 0.645

#7 · Nashikcell 4870003232

distance 0.702

#8 · Bhandaracell 4710002186

distance 0.722 · cross-district

#9 · Nashikcell 4870002712

distance 0.741

#10 · Punecell 4900009607

distance 0.759 · cross-district

#11 · Punecell 4900007094

distance 0.768 · cross-district

#12 · Punecell 4900002011

distance 0.773 · cross-district

#13 · Nashikcell 4870003502

distance 0.779

#14 · Chandrapurcell 4730003247

distance 0.801 · cross-district

#15 · Ahmednagarcell 4660004946

distance 0.807 · cross-district

#16 · Chandrapurcell 4730003386

distance 0.81 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003405

distance 0.814 · cross-district

#18 · Beedcell 4700005405

distance 0.817 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":487,"cluster_id":4870003231}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.